Why do gay men take testosterone?

"Gay men, in general, don't take testosterone.

Back in the old days, when people thought they could change homosexuality, 'Doctors used to treat gay men with testosterone injections, until it became clear adult homosexuals don't have blood hormone levels that differ significantly from heterosexuals.'"

What is the scientific fact of hormone levels of normal vs. deviant men?